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Benchmarks for “imagenet”

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

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TaskDatasetDomainTrendResultsLast update
Image ClassificationImageNetcomputer vision50May 14, 2026
Image ClassificationTiny-ImageNet 64x64, C=200 (val)computer vision50Feb 26, 2026
Conditional Image GenerationImageNet 256px 2012 (val)image generation editing50Feb 26, 2026
Super-resolutionImageNet 256computer visionSuper-resolution on ImageNet 256 performance trend50May 22, 2026
Image ClassificationImageNet-1K 8-shot (test)computer vision50Feb 26, 2026
Image ClassificationImageNet-S (test)computer vision50Jun 25, 2026
Image ClassificationImageNet-1K (val)computer vision50Feb 26, 2026
Generalized Few-Shot LearningImageNet All classes 2012computer vision50Feb 26, 2026
Out-of-distribution detectionImageNet-1k vs NINCOcomputer visiontabular time series50Apr 30, 2026
Class-conditional image generationImageNet-1K 256x256 (test)image generation editing50Feb 26, 2026
Continual Supervised LearningContinual ImageNetcomputer visionllm chat instruction49May 18, 2026
Image ClassificationImageNet-1K (val)computer vision49Apr 29, 2026
Image ClassificationImageNet 1Kcomputer vision49May 21, 2026
OOD DetectionImageNet-1k (ID) vs Places (OOD) 1.0 (test)computer visiontabular time series49Apr 20, 2026
Image ClassificationImageNet-1K (val)computer vision49Jul 3, 2026
Zero-shot Image ClassificationImageNet 1K (val)computer vision49Mar 27, 2026
Image ClassificationImageNet and Distribution Shiftscomputer vision49Feb 26, 2026
5-way few-shot classificationtieredImageNetcomputer visionnlp+149Feb 26, 2026
Image ClassificationImageNet 1K (1%)computer vision49Feb 26, 2026
Semi-supervised Image ClassificationImageNet 1k (1%)computer vision49Feb 26, 2026
Image ClassificationImageNet original (val)computer vision49Feb 26, 2026
Distribution AlignmentImageNet (val)tabular time series48Jun 18, 2026
Distribution AlignmentImageNet (train)tabular time series48Jun 18, 2026
Generative ModelingImageNet (val)image generation editingvideo generation editing+1448Jun 18, 2026
Image ClassificationImageYellow ImageNet-1K subset (test)computer vision48May 21, 2026